Yeah, just replace the bulbs. I got mine from
VLEDS They've got a great product selector based on vehicle. If I were to do it again, I'd probably go with the panel type swap instead of the bulb-sized led replacement. They're not bad, but I wouldn't have minded brighter.
On a side note, if you decide to change over your turn signals to LED you'll need a different flasher relay.